MCP Engine - AI-native bridge between language models and Power BI semantic modelsMCPENGINE
Rollback mistakes. Test before deploy.
Control what AI can change.
AI-native Power BI semantic modeling with production guardrails.
WHY PRO?
Microsoft's MCP gets you started.
MCP Engine Pro gets you to production.
Rollback & Snapshots
Every change is recorded. Preview diffs before applying. Restore any previous state instantly. Git-like workflow for your semantic models.
Test Runner
Define expected values for measures. Run test suites before deployment. Block broken changes from reaching production. Export results for CI/CD pipelines.
Policy Engine & Preferences
Allow, deny, or require confirmation for any operation. Enforce naming conventions org-wide. Unlimited model-specific preferences. Your rules, always applied.
Impact Analysis
"What breaks if I rename this column?" Trace measure dependencies. Visualize cascading impacts before you commit. No more surprise failures.
RLS Testing & Impersonation
Impersonate users and roles. Validate that row-level security filters actually work. Test security logic without leaving your AI assistant.
Data Masking (PII + Numeric)
Session-randomized coefficients hide real values while preserving trends, ratios, and distributions. Optional PII redaction and numeric masking keep sensitive values out of your LLM context.
CORE CAPABILITIES
Everything you need
to build models faster.
Included in Free tier. Pro unlocks full profiling.
Natural Language DAX
Create measures with plain English.
Bulk Operations
Rename or delete dozens of objects.
Auto Translation
Translate models to 40+ languages.
Query & Performance
Basic stats included. Pro unlocks full profiling.
Local-First Architecture
MCP Engine runs locally with zero telemetry. Your model stays in your environment, but your AI assistant may send prompts/results to its provider (their privacy terms apply). Optional online DAX/M formatting (if enabled) can send code to an external formatter.
Ready to get started?
Install in seconds. Free to start, no credit card required.